What is he best known for?
The fields of study he is best known for:
- Statistics
- Hydrology
- Machine learning
His primary areas of study are Hydrology, Calibration, Streamflow, Range and Statistics.
His research in Hydrology is mostly focused on Surface runoff.
He interconnects Climatology, Key, Data mining and Econometrics in the investigation of issues within Calibration.
His research investigates the connection between Climatology and topics such as Robustness that intersect with problems in Meteorology.
His Streamflow research includes elements of Rainfall runoff, Robustness and Evapotranspiration.
His Statistics research focuses on Watershed and how it connects with Precipitation.
His most cited work include:
- Position paper: Characterising performance of environmental models (871 citations)
- Improvement of a parsimonious model for streamflow simulation (732 citations)
- Which potential evapotranspiration input for a lumped rainfall-runoff model?. Part 2: Towards a simple and efficient potential evapotranspiration model for rainfall-runoff modelling (519 citations)
What are the main themes of his work throughout his whole career to date?
Charles Perrin mainly investigates Hydrology, Streamflow, Surface runoff, Climatology and Meteorology.
His Streamflow research incorporates elements of Precipitation, Sensitivity, Water balance, Range and Robustness.
His study in Water balance is interdisciplinary in nature, drawing from both Sample, Statistics and Hydrological modelling.
His work in the fields of Statistics, such as Calibration, intersects with other areas such as Series.
His Surface runoff study frequently draws parallels with other fields, such as Evapotranspiration.
His Meteorology course of study focuses on Flood forecasting and Operations research.
He most often published in these fields:
- Hydrology (30.92%)
- Streamflow (25.66%)
- Surface runoff (14.47%)
What were the highlights of his more recent work (between 2018-2021)?
- Hydrology (30.92%)
- Streamflow (25.66%)
- Surface runoff (14.47%)
In recent papers he was focusing on the following fields of study:
Charles Perrin mainly focuses on Hydrology, Streamflow, Surface runoff, Climatology and Precipitation.
His research on Hydrology focuses in particular on Socio-hydrology.
His Streamflow study combines topics in areas such as Global warming and Tributary.
The various areas that Charles Perrin examines in his Climatology study include Flood myth and Sensitivity.
He has included themes like Sequential data and Basin scale in his Sensitivity study.
His Precipitation study integrates concerns from other disciplines, such as Range, Robustness and Evapotranspiration.
Between 2018 and 2021, his most popular works were:
- Twenty-three unsolved problems in hydrology (UPH)–a community perspective (144 citations)
- airGR: Suite of GR Hydrological Models for Precipitation-Runoff Modelling. R package version 1.4.3.65. (11 citations)
- Hydrological modelling at multiple sub-daily time steps: model improvement via flux-matching (9 citations)
In his most recent research, the most cited papers focused on:
- Statistics
- Machine learning
- Hydrology
Charles Perrin mostly deals with Algorithm, Calibration, Snow, Hydrology and Hydrological modelling.
As part of the same scientific family, Charles Perrin usually focuses on Algorithm, concentrating on Consistency and intersecting with Water balance.
His studies in Calibration integrate themes in fields like Sample and Free parameter.
The Snow study combines topics in areas such as Precipitation, Surface runoff, Robustness and Water resources.
A majority of his Hydrology research is a blend of other scientific areas, such as Digital media, Context, Discipline, Diversity and Public consultation.
The study incorporates disciplines such as Matching and Representation in addition to Hydrological modelling.
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